Triple

T13899414
Position Surface form Disambiguated ID Type / Status
Subject Queensland Department of Health E334179 entity
Predicate oversees P46 FINISHED
Object Hospital and Health Services in Queensland
Hospital and Health Services in Queensland are regionally based public healthcare organizations responsible for delivering hospital and community health services across the Australian state of Queensland.
E1039225 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Hospital and Health Services in Queensland | Statement: [Queensland Department of Health, oversees, Hospital and Health Services in Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hospital and Health Services in Queensland
Context triple: [Queensland Department of Health, oversees, Hospital and Health Services in Queensland]
  • A. Queensland Department of Health
    The Queensland Department of Health is the state government agency responsible for overseeing public health services, hospitals, and health policy across Queensland, Australia.
  • B. Sunshine Coast Hospital and Health Service
    Sunshine Coast Hospital and Health Service is a Queensland government health authority responsible for delivering public hospital and healthcare services across the Sunshine Coast and surrounding regions.
  • C. Sunshine Coast University Hospital
    Sunshine Coast University Hospital is a major public tertiary teaching hospital on Queensland’s Sunshine Coast, providing advanced medical, surgical, and emergency services to the region.
  • D. Mount Isa Hospital
    Mount Isa Hospital is a public healthcare facility serving as the primary hospital for the city of Mount Isa and surrounding communities in northwestern Queensland, Australia.
  • E. UQ health and medical precincts network
    UQ health and medical precincts network is a coordinated group of University of Queensland campuses and facilities focused on health, medical education, research, and clinical services.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Hospital and Health Services in Queensland
Triple: [Queensland Department of Health, oversees, Hospital and Health Services in Queensland]
Generated description
Hospital and Health Services in Queensland are regionally based public healthcare organizations responsible for delivering hospital and community health services across the Australian state of Queensland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hospital and Health Services in Queensland
Target entity description: Hospital and Health Services in Queensland are regionally based public healthcare organizations responsible for delivering hospital and community health services across the Australian state of Queensland.
  • A. Queensland Department of Health
    The Queensland Department of Health is the state government agency responsible for overseeing public health services, hospitals, and health policy across Queensland, Australia.
  • B. Sunshine Coast Hospital and Health Service chosen
    Sunshine Coast Hospital and Health Service is a Queensland government health authority responsible for delivering public hospital and healthcare services across the Sunshine Coast and surrounding regions.
  • C. Sunshine Coast University Hospital
    Sunshine Coast University Hospital is a major public tertiary teaching hospital on Queensland’s Sunshine Coast, providing advanced medical, surgical, and emergency services to the region.
  • D. Mount Isa Hospital
    Mount Isa Hospital is a public healthcare facility serving as the primary hospital for the city of Mount Isa and surrounding communities in northwestern Queensland, Australia.
  • E. UQ health and medical precincts network
    UQ health and medical precincts network is a coordinated group of University of Queensland campuses and facilities focused on health, medical education, research, and clinical services.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d81c5eaa9c819083b1ff8689179565 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de25d8897881908b770cdb565898d4 completed April 14, 2026, 11:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c720b4988190aee1f1f09877212d completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c86a3640819081ed689bd271f909 completed May 3, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69f7c9b2930c8190983f2c55a0dd35f6 completed May 3, 2026, 10:18 p.m.
Created at: April 9, 2026, 10:15 p.m.